Content Based Search Engine for E-Books

Farhan Kasmani, Rishi Maniyar, M. Narvekar
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Abstract

The learning strategy of today's generation is changing from subject oriented learning to topic-oriented learning. Due to ease of access to online content, students and teachers prefer E-books. However, referring multiple E-books for a particular topic is difficult and the content obtained is so large that it is virtually impossible to differentiate which content is relevant. Also, it is widely recognized in the digital Information Retrieval community that keyword-based search engine does not work well when the user's needs are not well-defined. Hence, a search engine is required to explore the content of E-books. This paper proposes a ‘Content Based Search Engine for E-Books’ where E-books are indexed and the search results are clustered according to frequent phrases. The clustering of search results allows the search engine to understand the semantics behind user's query. In comparison with other existing search engines, this paper focuses on developing an improved search engine to explore the content of E-books. The results show that a particular topic can be searched across multiple E-books and can be clustered based on its content.
基于内容的电子书搜索引擎
今天这一代人的学习策略正在从以学科为导向的学习向以主题为导向的学习转变。由于易于获取在线内容,学生和教师更喜欢电子书。然而,为一个特定的主题参考多本电子书是困难的,而且所获得的内容是如此之大,以至于几乎不可能区分哪些内容是相关的。此外,在数字信息检索界,人们普遍认为,当用户的需求没有明确定义时,基于关键字的搜索引擎不能很好地工作。因此,需要一个搜索引擎来探索电子书的内容。本文提出了一个“基于内容的电子书搜索引擎”,其中电子书被编入索引,搜索结果根据频繁短语聚类。搜索结果的聚类允许搜索引擎理解用户查询背后的语义。与现有的其他搜索引擎相比,本文的重点是开发一个改进的搜索引擎来探索电子书的内容。结果表明,一个特定的主题可以在多个电子书中搜索,并可以根据其内容进行聚类。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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